Mário Antunes

Orcid: 0000-0003-3448-6726

Affiliations:
  • Polytechnic Institute of Leiria, Portugal
  • University of Porto, Portugal (PhD 2011)


According to our database1, Mário Antunes authored at least 43 papers between 2008 and 2023.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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In proceedings 
Article 
PhD thesis 
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Online presence:

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Bibliography

2023
Benford's law applied to digital forensic analysis.
Forensic Sci. Int. Digit. Investig., June, 2023

Uncovering Manipulated Files Using Mathematical Natural Laws.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2023

2022
Benchmarking Deep Learning Methods for Behaviour-Based Network Intrusion Detection.
Informatics, 2022

Digital Forensics for the Detection of Deepfake Image Manipulations.
ERCIM News, 2022

2021
Information Security and Cybersecurity Management: A Case Study with SMEs in Portugal.
J. Cybersecur. Priv., April, 2021

Exposing Manipulated Photos and Videos in Digital Forensics Analysis.
J. Imaging, 2021

A Graph Database Representation of Portuguese Criminal-Related Documents.
Informatics, 2021

A Dataset of Photos and Videos for Digital Forensics Analysis Using Machine Learning Processing.
Data, 2021

An Annotated Corpus of Crime-Related Portuguese Documents for NLP and Machine Learning Processing.
Data, 2021

Forensic Analysis of Tampered Digital Photos.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2021

A Customizable Web Platform to Manage Standards Compliance of Information Security and Cybersecurity Auditing.
Proceedings of the CENTERIS 2021 - International Conference on ENTERprise Information Systems / ProjMAN 2021 - International Conference on Project MANagement / HCist 2021, 2021

2020
Boosting dynamic ensemble's performance in Twitter.
Neural Comput. Appl., 2020

Benchmarking Behavior-Based Intrusion Detection Systems with Bio-inspired Algorithms.
Proceedings of the Security in Computing and Communications - 8th International Symposium, 2020

Evaluating cybersecurity attitudes and behaviors in Portuguese healthcare institutions.
Proceedings of the CENTERIS 2020 - International Conference on ENTERprise Information Systems / ProjMAN 2020 - International Conference on Project MANagement / HCist 2020, 2020

2019
A Review on Relations Extraction in Police Reports.
Proceedings of the New Knowledge in Information Systems and Technologies, 2019

Knowledge Representation of Crime-Related Events: a Preliminary Approach.
Proceedings of the 8th Symposium on Languages, Applications and Technologies, 2019

2018
An Automated System for Criminal Police Reports Analysis.
Proceedings of the Tenth International Conference on Soft Computing and Pattern Recognition, 2018

Cybersecurity and Digital Forensics - Course Development in a Higher Education Institution.
Proceedings of the Tenth International Conference on Soft Computing and Pattern Recognition, 2018

Adaptive Learning Models Evaluation in Twitter's Timelines.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

2017
Adaptive learning for dynamic environments: A comparative approach.
Eng. Appl. Artif. Intell., 2017

Automatic Documents Counterfeit Classification Using Image Processing and Analysis.
Proceedings of the Pattern Recognition and Image Analysis - 8th Iberian Conference, 2017

Performance Metrics for Model Fusion in Twitter Data Drifts.
Proceedings of the Pattern Recognition and Image Analysis - 8th Iberian Conference, 2017

2016
Choice of Best Samples for Building Ensembles in Dynamic Environments.
Proceedings of the Engineering Applications of Neural Networks, 2016

Information System for Automation of Counterfeited Documents Images Correlation.
Proceedings of the International Conference on ENTERprise Information Systems/International Conference on Project MANagement/International Conference on Health and Social Care Information Systems and Technologies, 2016

A Telemedicine Application Using WebRTC.
Proceedings of the International Conference on ENTERprise Information Systems/International Conference on Project MANagement/International Conference on Health and Social Care Information Systems and Technologies, 2016

2015
Active Manifold Learning with Twitter Big Data.
Proceedings of the INNS Conference on Big Data 2015, 2015

The impact of longstanding messages in micro-blogging classification.
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

DOTS: Drift Oriented Tool System.
Proceedings of the Neural Information Processing - 22nd International Conference, 2015

Health Twitter Big Bata Management with Hadoop Framework.
Proceedings of the Conference on ENTERprise Information Systems/International Conference on Project MANagement/Conference on Health and Social Care Information Systems and Technologies, 2015

2014
A Distributed Architecture for Remote Validation of Software Licenses Using USB/IP Protocol.
Proceedings of the New Perspectives in Information Systems and Technologies, 2014

Concept Drift Awareness in Twitter Streams.
Proceedings of the 13th International Conference on Machine Learning and Applications, 2014

2013
Customized crowds and active learning to improve classification.
Expert Syst. Appl., 2013

CrowdTargeting: Making Crowds More Personal.
Proceedings of the 8th International Workshop on Semantic and Social Media Adaptation and Personalization, 2013

Defining Semantic Meta-hashtags for Twitter Classification.
Proceedings of the Adaptive and Natural Computing Algorithms, 2013

2011
Get Your Jokes Right: Ask the Crowd.
Proceedings of the Model and Data Engineering - First International Conference, 2011

On using crowdsourcing and active learning to improve classification performance.
Proceedings of the 11th International Conference on Intelligent Systems Design and Applications, 2011

The Importance of Precision in Humour Classification.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2011, 2011

Tunable Immune Detectors for Behaviour-Based Network Intrusion Detection.
Proceedings of the Artificial Immune Systems - 10th International Conference, 2011

A Hybrid AIS-SVM Ensemble Approach for Text Classification.
Proceedings of the Adaptive and Natural Computing Algorithms, 2011

2010
Self Tolerance by Tuning T-Cell Activation: An Artificial Immune System for Anomaly Detection.
Proceedings of the Bio-Inspired Models of Network, Information, and Computing Systems, 2010

2009
An Artificial Immune System for Temporal Anomaly Detection Using Cell Activation Thresholds and Clonal Size Regulation with Homeostasis.
Proceedings of the International Joint Conferences on Bioinformatics, 2009

Towards an Immune-inspired Temporal Anomaly Detection Algorithm based on Tunable Activation Thresholds.
Proceedings of the BIOSIGNALS 2009, 2009

2008
TAT-NIDS: An Immune-Based Anomaly Detection Architecture for Network Intrusion Detection.
Proceedings of the 2nd International Workshop on Practical Applications of Computational Biology and Bioinformatics, 2008


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